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Objective: To evaluate the capacity of fetal Doppler, maternal, and obstetric characteristics for the prediction of cesarean section due to intrapartum fetal compromise (IFC), a 5-min Apgar score < 7, and an adverse perinatal outcome (APO), in a high-risk population. Materials and Methods: This was a prospective cohort study involving 613 singleton pregnant women, admitted for labor induction or at the beginning of spontaneous labor, who underwent Doppler ultrasound within the last 72 h before delivery. The outcome measures were cesarean section due to IFC, a 5-min Apgar score < 7, and any APO. Results: We found that maternal characteristics were neither associated with nor predictors of an APO. Abnormal umbilical artery (UA) resistance index (RI) and the need for intrauterine resuscitation were found to be significant risk factors for cesarean section due to IFC (p = 0.03 and p < 0.0001, respectively). A UA RI > the 95th percentile and a cerebroplacental ratio (CPR) < 0.98 were also found to be predictors of cesarean section due to IFC. Gestational age and a UA RI > 0.84 were found to be predictors of a 5-min Apgar score < 7 for newborns at < 29 and ≥ 29 weeks, respectively. The UA RI and CPR presented moderate accuracy in predicting an APO, with areas under the ROC curve of 0.76 and 0.72, respectively. Conclusion: A high UA RI appears to be a significant predictor of an APO. The CPR seems to be predictive of cesarean section due to IFC and of an APO in late preterm and term newborns.

Objetivo: Avaliar a capacidade do Doppler fetal e características materno-obstétricas na predição de cesariana por comprometimento fetal intraparto (CFI), índice de Apgar de 5º min < 7 e desfecho perinatal adverso (DPA) em uma população de alto risco. Materiais e Métodos: Estudo de coorte prospectivo envolvendo 613 parturientes admitidas para indução ou em início de trabalho de parto espontâneo que realizaram ultrassonografia Doppler nas 72 horas anteriores ao parto. Os desfechos foram cesariana por CFI, índice de Apgar de 5º min < 7 e DPA. Resultados: As características maternas não foram associadas nem preditoras de DPA. Índice de resistência (IR) da artéria umbilical (AU) anormal (p = 0,03) e necessidade de medidas de ressuscitação intrauterina (p < 0,0001) permaneceram como fatores de risco significativos para cesariana por CFI. IR AU > 95º e razão cerebroplacentária (RCP) < 0,98 foram preditores de cesariana. Idade gestacional e IR AU > 0,84 foram os preditores de índice de Apgar de 5º min < 7 para recém-nascidos < 29 e ≥ 29 semanas, respectivamente. IR AU e RCP apresentaram acurácia moderada na predição de DPA (área sob a curva ROC de 0,76 e 0,72, respectivamente). Conclusão: IR UA mostrou-se preditor significativo de DPA. RCP revelou-se possível preditora de cesariana por CFI e DPA em recémnascidos prematuros tardios e a termo.

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Abstract Objective: To evaluate the capacity of fetal Doppler, maternal, and obstetric characteristics for the prediction of cesarean section due to intrapartum fetal compromise (IFC), a 5-min Apgar score < 7, and an adverse perinatal outcome (APO), in a high-risk population. Materials and Methods: This was a prospective cohort study involving 613 singleton pregnant women, admitted for labor induction or at the beginning of spontaneous labor, who underwent Doppler ultrasound within the last 72 h before delivery. The outcome measures were cesarean section due to IFC, a 5-min Apgar score < 7, and any APO. Results: We found that maternal characteristics were neither associated with nor predictors of an APO. Abnormal umbilical artery (UA) resistance index (RI) and the need for intrauterine resuscitation were found to be significant risk factors for cesarean section due to IFC (p = 0.03 and p < 0.0001, respectively). A UA RI > the 95th percentile and a cerebroplacental ratio (CPR) < 0.98 were also found to be predictors of cesarean section due to IFC. Gestational age and a UA RI > 0.84 were found to be predictors of a 5-min Apgar score < 7 for newborns at < 29 and ≥ 29 weeks, respectively. The UA RI and CPR presented moderate accuracy in predicting an APO, with areas under the ROC curve of 0.76 and 0.72, respectively. Conclusion: A high UA RI appears to be a significant predictor of an APO. The CPR seems to be predictive of cesarean section due to IFC and of an APO in late preterm and term newborns.

Resumo Objetivo: Avaliar a capacidade do Doppler fetal e características materno-obstétricas na predição de cesariana por comprometimento fetal intraparto (CFI), índice de Apgar de 5º min < 7 e desfecho perinatal adverso (DPA) em uma população de alto risco. Materiais e Métodos: Estudo de coorte prospectivo envolvendo 613 parturientes admitidas para indução ou em início de trabalho de parto espontâneo que realizaram ultrassonografia Doppler nas 72 horas anteriores ao parto. Os desfechos foram cesariana por CFI, índice de Apgar de 5º min < 7 e DPA. Resultados: As características maternas não foram associadas nem preditoras de DPA. Índice de resistência (IR) da artéria umbilical anormal (p = 0,03) e necessidade de medidas de ressuscitação intrauterina (p < 0,0001) permaneceram como fatores de risco significativos para cesariana por CFI. IR AU > 95º e razão cerebroplacentária (RCP) < 0,98 foram preditores de cesariana. Idade gestacional e IR AU > 0,84 foram os preditores de índice de Apgar de 5º min < 7 para recém-nascidos < 29 e ≥ 29 semanas, respectivamente. IR AU e RCP apresentaram acurácia moderada na predição de DPA (área sob a curva ROC de 0,76 e 0,72, respectivamente). Conclusão: IR UA mostrou-se preditor significativo de DPA. RCP revelou-se possível preditora de cesariana por CFI e DPA em recémnascidos prematuros tardios e a termo.

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Introduction: The role of p-value knowledge for clinical practice is elemental; however, insufficient evidence on this is found in health science students. Objective: To determine the factors associated with p-value knowledge in human medical students. Methods: Analytical cross-sectional study. Application of a virtual survey to human medicine students from different faculties in Peru. Results: 54.69% had sufficient knowledge of p-value. The multivariate analysis found a statistically significant association with having sufficient knowledge on this topic in those who were between 6th to 9th semester (APr: 1.118; 95% CI 1.051 - 1.412; p=0.009) and medical internship (APr: 1.234; 95% CI 1.073 - 1.418; p=0.003); taking an external course in biostatistics, epidemiology or research (APr: 1.420; 95% CI 1.227 - 1.643; p<0.001); having read 6 to 12 articles per year (APr: 1.353; 95% CI 1.196 - 1.530; p<0.001) and more than 12 articles per year (APr: 1.590; 95% CI 1.313 - 1.967; p<0.001); and publishing at least one scientific article (APr: 1.397; 95% CI 1.199 - 1.628; p<0.001) or more than one (APr:1.424; 95% CI 1.196 - 1.696; p<0.001). Conclusion: It was found that the academic semester, having taken an external course, having read more than 6 articles per year and having published at least one scientific article are independently associated with having greater understanding of this topic.

Introducción: El conocimiento del rol de valor-p para la práctica clínica es fundamental; sin embargo, la evidencia científica de éste en los estudiantes de ciencias de la salud no es suficiente. Objetivo: Determinar los factores asociados al conocimiento sobre el valor-p en estudiantes de medicina humana. Métodos: Estudio transversal analítico. Se aplicó una encuesta virtual a estudiantes de medicina humana de distintas facultades de medicina del Perú. Resultados: El 54.69% tuvo un conocimiento suficiente sobre el rol del valor-p. El análisis multivariado encontró asociaciones estadísticamente significativas con tener conocimiento suficiente en este tema en aquellos que se encontraban entre el 6° y 9° semestre (APr: 1.118; 95% CI 1.051 - 1.412; p=0.009), eran internos de medicina (APr: 1.234; 95% CI 1.073 - 1.418; p=0.003); haber llevado un curso externo de bioestadística, epidemiología o investigación (APr: 1.420; 95% CI 1.227 - 1.643; p<0.001); leer entre 6 y 12 artículos científicos por año (APr: 1.353; 95% CI 1.196 - 1.530; p<0.001), leer más de 12 artículos por año (APr: 1.590; 95% CI 1.313 - 1.967; p<0.001); y haber publicado al menos un artículo científico (APr: 1.397; 95% CI 1.199 - 1.628; p<0.001) o más de uno (APr:1.424; 95% CI 1.196 - 1.696; p<0.001). Conclusión: Los hallazgos mostraron que el semestre académico, haber llevado un curso externo, leído más de 6 artículos por años y publicado al menos un artículo científico se asocian independientemente con tener un mayor entendimiento de este tópico.

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Abstract Background: Cardiovascular disease (CVD) is the leading cause of death worldwide, including among physicians. Professional peculiarities increase cardiovascular risk in this population, making it relevant to analyze mortality in the medical population (MPop) and non-medical population (NMPop). Objectives: To compare the CVD mortality coefficient (MC) in between MPop and NMPop in Brazil by analyzing the epidemiological profile and the main causes of deaths from CVD. Methods: Time-series study with data obtained from the Mortality Information System of the Federal Council of Medicine and the Brazilian Institute of Geography and Statistics, from 2014 to 2018. The variables age group, sex, race, occupation, and CVD that caused the death were assessed in MPop and NMPop. MC, relative risk and odds ratio between the populations were calculated. Tests for difference in proportions, with approximation to the normal distribution, and chi-squared tests were performed, assuming p<0.01 as statistically significant. Results: Both MPop and NMPop had a predominance of men (86.7% and 52.3%), senior citizens (85.9% and 79.7%) and white individuals (86.4% and 52.2%). The MCs of the MPop and NMPop was 92.2 and 255.1 deaths/100,000 individuals, respectively. The main cause of death was acute myocardial infarction (AMI) (32.5% and 24.6% in MPop and NMPop, respectively) followed by cerebrovascular accident (CVA) (5.1% and 10.5% in MPop and NMPop, respectively). Conclusion: In Brazil, mortality from CVD was more prevalent in white elderly males, and mainly caused by AMI and CVA. Being a doctor, man and over 60 years old represents a greater chance of death from CVD in comparison with non-physicians.

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Abstract Background: Due to its poor prognosis and mortality rates, heart failure (HF) has been recognized as a malignant condition, comparable to some cancers in developed countries. Objectives: To compare mortality from HF and prevalent cancers using data from a nationwide database in Brazil. Methods: This was a descriptive, cross-sectional study using secondary data obtained from Brazilian administrative databases of death records and hospitalization claims maintained by the Ministry of Health. Data were analyzed according to main diagnosis, year of occurrence (2005-2015), sex and age group. Descriptive analyses of absolute number of events, hospitalization rate, mortality rate, and in-hospital mortality rate were performed. Results: The selected cancers accounted for higher mortality, lower hospitalization and higher in-hospital mortality rates than HF. In a group analysis, HF showed mortality rates of 100-150 per 100,000 inhabitants over the period, lower than the selected cancers. However, HF had a higher mortality rate than each type of cancer, even when compared to the most prevalent and deadly ones. Regarding hospitalization rates, HF was associated with a higher risk of hospitalization when compared to cancer-related conditions as a group. Conclusions: Our findings indicate that HF has an important impact on mortality, hospitalization and in-hospital mortality, comparable to or even worse than some types of cancer, representing a potential burden to the healthcare system.

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Objetivo: Descripción de la actualidad de la morbimortalidad de pacientes COVID-19 positivo en el Hospital General Docente "Ambato", para comprender el comportamiento del virus. Método: Descriptiva observacional y análisis de casos de morbimortalidad de pacientes. Resultados: La mayor prevalencia de casos COVID-19 se encuentra en adultos maduros (40-65 años) con un 48.1% de los casos registrados. Conclusión: La patogenia en pacientes COVID-19; en los registros proporcionados por el Hospital General Docente Ambato, se evidencia que la existencia de alguna comorbilidad de transcurso crónico, sobre todo en patologías cardiovasculares, respiratorias, renales y endocrino-metabólicas; sumándole a esto, en las poblaciones más vulnerables como son de adultos maduros (40 ­ 64 años de edad); de adultos mayores (> de 65 años); explicarían la tasa elevada de mortalidad y las implicaciones de la aparición de casos críticos, debido a la gravedad de las complicaciones evolutivas conduciendo a la vida humana a un desenlace fatal.

Objective: Description of the current morbimortality of COVID-19 positive patients at the Hospital General Docente "Ambato", in order to understand the behavior of the virus. Method: Descriptive observational and case analysis of patient morbimortality. Results: the highest prevalence of COVID-19 cases is found in mature adults (40-65 years) with 48.1% of registered cases. Conclusion: The pathogenesis in COVID-19 patients; in the records provided by the Hospital General Docente Ambato, it is evident that the existence of some comorbidity of chronic course, especially in cardiovascular, respiratory, renal and endocrine-metabolic pathologies; adding to this, in the most vulnerable populations such as mature adults (40 - 64 years of age); older adults (> 65 years of age); would explain the high mortality rate and the implications of the appearance of critical cases, due to the severity of the evolutionary complications leading to a fatal outcome in human life.

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ABSTRACT We have previously reported the impact of covid-19 pandemic on breast cancer screening, in Brazil: among women aged 50-69 years, mammography attendance decreased by 42% in public healthcare (SUS), comparing 2019 and 2020. In this short communication, we wish to present: a) an update of the number of mammograms performed, in 2021; b) an exploratory analysis of the characteristics of the screened population between 2019 and 2021. A total of 1.675.307 mammograms were performed in 2021, nearly 15% lower than pre-pandemic levels. Almost a third, 29.5% of them, had intervals greater than three years. In accordance with our previous study, the number of patients with palpable lumps on physical exam increased. The consequences of postponing breast cancer screening during the pandemic are still uncertain. Unfortunately, as of December 2021, screening attendance has not resumed. On the contrary, our results show an increase in the fraction of women with mammography delayed beyond three years.

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RESUMO Objetivo: Calcular as velocidades médias da dilatação de pupila para classificar a gravidade da lesão derivada da escala de coma de Glasgow, estratificada por variáveis de confusão. Métodos: Neste estudo, analisaram-se 68.813 exames das pupilas para determinar a velocidade normal de dilatação em 3.595 pacientes com lesão cerebral leve (13 - 15), moderada (9 - 12) ou grave (3 - 8), segundo a escala de coma de Glasgow. As variáveis idade, sexo, raça, tamanho da pupila, tempo de permanência na unidade de terapia intensiva, pressão intracraniana, uso de narcóticos, classificação pela escala de coma de Glasgow e diagnóstico foram consideradas confundidoras e controladas para análise estatística. Empregou-se regressão logística com base em algoritmo de classificação com aprendizado de máquina para identificar os pontos de corte da velocidade de dilatação para as categorias segundo a escala de coma de Glasgow. Resultados: As razões de chance e os intervalos de confiança desses fatores se mostraram estatisticamente significantes em sua influência sobre a velocidade de dilatação. A classificação com base na área sob a curva mostrou que, para o grau leve, na escala de coma de Glasgow, o limite da velocidade de dilatação foi de 1,2mm/s, com taxas de falsa probabilidade de 0,1602 e 0,1902 e áreas sob a curva de 0,8380 e 0,8080, respectivamente, para os olhos esquerdo e direito. Para grau moderado na escala de coma de Glasgow, a velocidade de dilatação foi de 1,1mm/s com taxas de falsa probabilidade de 0,1880 e 0,1940 e áreas sob a curva de 0,8120 e 0,8060, respectivamente, nos olhos esquerdo e direito. Mais ainda, para o grau grave na escala de coma de Glasgow, a velocidade de dilatação foi de 0,9mm/s, com taxas de falsa probabilidade de 0,1980 e 0,2060 e áreas sob a curva de 0,8020 e 0,7940, respectivamente, nos olhos esquerdo e direito. Esses valores foram diferentes dos métodos prévios de descrição subjetiva e das velocidades de dilatação previamente estimadas. Conclusão: Observaram-se velocidades mais lentas de dilatação pupilar em pacientes com escores mais baixos na escala de coma de Glasgow, indicando que diminuição da velocidade pode indicar grau mais grave de lesão neuronal.

ABSTRACT Objective: To calculate mean dilation velocities for Glasgow coma scale-derived injury severity classifications stratified by multiple confounding variables. Methods: In this study, we examined 68,813 pupil readings from 3,595 patients to determine normal dilation velocity with brain injury categorized based upon a Glasgow coma scale as mild (13 - 15), moderate (9 - 12), or severe (3 - 8). The variables age, sex, race, pupil size, intensive care unit length of stay, intracranial pressure, use of narcotics, Glasgow coma scale, and diagnosis were considered as confounding and controlled for in statistical analysis. Machine learning classification algorithm-based logistic regression was employed to identify dilation velocity cutoffs for Glasgow coma scale categories. Results: The odds ratios and confidence intervals of these factors were shown to be statistically significant in their influence on dilation velocity. Classification based on the area under the curve showed that for the mild Glasgow coma scale, the dilation velocity threshold value was 1.2mm/s, with false probability rates of 0.1602 and 0.1902 and areas under the curve of 0.8380 and 0.8080 in the left and right eyes, respectively. For the moderate Glasgow coma scale, the dilation velocity was 1.1mm/s, with false probability rates of 0.1880 and 0.1940 and areas under the curve of 0.8120 and 0.8060 in the left and right eyes, respectively. Furthermore, for the severe Glasgow coma scale, the dilation velocity was 0.9mm/s, with false probability rates of 0.1980 and 0.2060 and areas under the curve of 0.8020 and 0.7940 in the left and right eyes, respectively. These values were different from the previous method of subjective description and from previously estimated normal dilation velocities. Conclusion: Slower dilation velocities were observed in patients with lower Glasgow coma scores, indicating that decreasing velocities may indicate a higher degree of neuronal injury.

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BACKGROUND: Maintaining sufficient health care workforce is a global priority to achieve universal health coverage. Therefore this study addresses the availability of physiotherapists in Brazil. OBJECTIVE: To describe secular trends of the physiotherapy workforce-to-population ratio in the Unified Health System, considering public and private sector and care level (primary, secondary, tertiary) in Brazil and its regions. METHOD: Descriptive exploratory quantitative study based on secondary sources. All data related to the distribution of physiotherapists between August 2007 and September 2016 regarding facilities types, location and public and private sectors was obtained from the Brazilian National Registry of Health Care Facilities. Data related to the population of Brazil was extracted from Brazilian Institute of Geography and Statistics. The physiotherapy workforce-to-population ratio was calculated by the number of physiotherapists per 1000 population (public and private sector and care level) by ANOVA test. The distribution trends are represented on maps. Annual growth rates were estimated with Prais-Winsten linear regression models, with a significance level of 0.05, autocorrelation was checked by the Durbin-Watson test. RESULTS: The physiotherapists ratio in Brazil was 0.22/1000 population in 2007 and 0.41 in 2016, showing growth of 86%, with an increasing trend of 0.5% on an annual average. The public sector had the biggest physiotherapy workforce in the country in 2007 and 2016. The primary health care had the smallest physiotherapy workforce-to-population ratio (2007: p > 0.001 and 2016: p = 0.003), even though it had the largest growth trend in annual average (0.9% p > 0.001), followed by public and private tertiary health care sectors (0.8% p > 0.001). The workforce in secondary health care was bigger in the private sector than in the public sector (0.6% p > 0.001 vs. 0.2% p = 0.004). Overall, all regions had greater growth of physiotherapy workforce-to-population ratio in public primary and tertiary health care sectors, and private secondary health care sector, mainly the Southeast, South and Central-West regions. CONCLUSION: Although the physiotherapy workforce in Brazil is relatively small, there was a trend towards growth with differences among care levels, and public and private sectors. The physiotherapy workforce-to-population ratio is bigger in the private secondary health care sector, followed by public tertiary, secondary and primary health care sectors. Sub-national regions show similar trends to the national estimates, with minor variations by region.

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Resumen Introducción: el desarrollo alcanzado en la medicina regenerativa posibilita el tratamiento de enfer medades incurables o que tienen una respuesta reducida a las terapéuticas actuales, así como la dis minución del consumo de medicamentos, en algunos casos. En Cuba, las especialidades de angiología y de ortopedia y traumatología son las que más han aplicado esta terapia. En el artículo se interpretan estadísticamente los resultados de la comparación, mediante STATGRAPHICS® Centurion XVI, de las varia bles controladas en dos tratamientos de osteoartritis en rodilla, uno empleando células madre mononucleares obtenidas de la sangre periférica y otro con la terapia convencional, para fundamentar la superioridad del nuevo tratamiento. Presentación del caso: se trataron 100 pacientes adultos atendidos en el Departamento de Ortopedia del Instituto de Hematología e Inmunología por osteoartrosis de rodilla, divididos en dos grupos. El grupo A (control) recibió el tratamiento convencional de infiltración con acetato de triamcinolona en la articulación afectada. El grupo B (estudio) recibió la implantación del concentrado de células mononucleares adultas hematopoyéticas por vía percutánea. Conclusión: se analizaron cada una de sus variables y se pudo comprobar que la mayoría de los datos recopilados no cumplía con una distribución normal, por lo que las siguientes pruebas se ejecutaron tomando como referencia la mediana de cada muestra. Se comparó entre la evaluación del dolor a la actividad y el consumo de medicamentos de cada uno de los grupos de tratamiento. Se evidenció la mejor respuesta de los pacientes para el tratamiento con células madre y una disminución en el consumo de fármacos.

Abstract Introduction: The development achieved in regenerative medicine has allowed the treatment of incurable diseases or those with a reduced response to current therapies, as well as cases with decreased consump tion of medicines. In Cuba, angiology, orthopedic, and traumatology specialists use this therapy the most. In this paper, we have presented the statistical analysis using the STATGRAPHICS® Centurion XVI for controlled variables in two osteoarthritis-knee treatments, one using mononuclear stem cells obtained from the peripheral blood and the other with a conventional therapy so as to demonstrate the superiority of the new treatment regime. Case report: A total of 100 adult patients treated in the Orthopedic Department at the Hematology and Immunology Institute for osteoarthritis-knee pains were studied. Group A (control) received the conventional treatment with triamcinolone acetate infiltration in the affected knee. Group B received the percutaneous implantation of the hematopoietic adult mononuclear cell concentrate. Conclusion: The analysis of each of the variables was performed to verify that most of the collected data did not comply with a normal distribution; hence, the following tests were performed taking the median of each sample as a reference. Comparisons were made between the evaluation of pain to the activity, as well as the consumption of drugs from each of the treatment groups. The best response of the patients was indicated for treatments with stem cells and a decrease in the consumption of drugs.

Resumo Introdução: o desenvolvimento alcançado na medicina regenerativa possibilita o tratamento de doenças incuráveis ou que têm uma resposta reduzida frente às terapias atuais, bem como a redução do consumo de medicamentos, em alguns casos. Em Cuba, as especialidades de angiologia e ortopedia e traumato logia são as que mais têm aplicado esta terapia. O estudo interpreta estatisticamente os resultados da comparação, por meio do STATGRAPHICS® Centurion XVI, das variáveis controladas em dois tratamentos de osteoartrite de joelho, sendo um utilizando células-tronco mononucleares obtidas de sangue periférico e outro com terapia convencional, com o objetivo de comprovar a superioridade do novo tratamento. Apresentação do caso: foram tratados 100 pacientes adultos atendidos no Departamento de Ortopedia do Instituto de Hematologia e Imunologia para osteoartrite de joelho, divididos em dois grupos. O grupo A (controle) recebeu tratamento convencional de infiltração com acetato de triancinolona na articulação afetada. O grupo B (estudo) recebeu implantação percutânea de concentrado de células mononucleares hematopoiéticas adultas. Conclusão: a análise de cada uma de suas variáveis foi realizada e constatou-se que a maioria dos dados coletados não obedecia a uma distribuição normal, de modo que os seguintes testes foram realizados tomando-se como referência a mediana de cada amostra. Foram feitas compara ções entre a avaliação da dor à atividade, bem como o consumo de medicamentos em cada um dos grupos de tratamento. Evidenciou-se uma melhor resposta dos pacientes ao tratamento com células-tronco e diminuição do consumo de medicamentos.

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Resumen Introducción. En 2017, la ciudad de Bucaramanga ensayó diversos esquemas de restricción vehicular para mejorar la movilidad y calidad del aire. Estos esquemas fueron: libre circulación (PP0), restricción limitada (PP1) y restricción ampliada (PP2). Objetivo. de este estudio fue comparar los niveles de material particulado (PM10) y de ozono troposférico (O3) en estos tres esquemas, y evaluar su efecto sobre la calidad del aire, así como el impacto de dicha calidad sobre la incidencia de enfermedades respiratorias. Materiales y Métodos. La información sobre variables meteorológicas y niveles de contaminantes por hora y día pertenece al Instituto de Hidrología, Meteorología y Estudios Ambientales de Colombia. Las estadísticas de enfermedades respiratorias corresponden a la Secretaría de Salud y Ambiente de Bucaramanga. Toda la información corresponde al año 2017. La comparación de los niveles de contaminantes se hizo con base en estadísticas descriptivas, pruebas ANOVA y funciones de densidad. El análisis de los factores que afectan la incidencia de enfermedades respiratorias se basó en un modelo de regresión de Poisson, con las variables climatológicas combinadas en factores obtenidos a través de análisis de componentes principales. Resultados. El ANOVA indicó diferencias significativas en niveles promedio de PM10 entre esquemas de movilidad. Las funciones de densidad muestran una sustancial reducción de PM10 bajo PP2. En el modelo de Poisson, O3 resultó estadísticamente no significativo; el número de casos de enfermedades respiratorias atendidos en centros hospitalarios fue significativamente inferior en PP2 y se decrece con una disminución de PM10. Conclusiones. PP2 permite 48 % de ganancia ambiental en cuanto a emisiones de PM10; bajo PP1 esta ganancia es inferior al 3 %. Ningún esquema contribuye a reducir las ya bajas concentraciones de O3. Una caída del 10 % en los niveles de PM10 disminuye el número de casos de enfermedades respiratorios en 5,6 %. El estudio favorece la adopción del esquema PP2.

Abstract Introduction. In 2017, the city of Bucaramanga attempted different vehicle restriction systems to improve traffic flow and air quality. These systems were: free circulation (PP0), limited restriction (PP1), and extended restriction (PP2). Objective. of this study was to compare the levels of the particulate matter (PM10) and tropospheric ozone (O3) through the three systems and evaluate their effect on air quality and its impact on the incidence of respiratory diseases. Materials and Methods. The information on meteorology variables and levels of pollutants per hour and day was provided by the Colombian Institute of Hydrology, Meteorology and Environmental Studies. The statistics on respiratory diseases were provided by the Ministry of Health and Environment of Bucaramanga. All statistical information relates to the year 2017. The comparison of levels of air pollutant was based on descriptive statistics, ANOVA tests, and density functions. The analysis of the factors affecting the incidence of respiratory diseases relied on a Poisson regression model, with meteorology variables combined into factors based on principal component analysis. Results. ANOVA indicates significant differences in average levels of PM10 among sytems. Density functions show a substantial reduction of PM10 under PP2. In the Poisson model, O3 ended up being not statistically significant; the number of cases of respiratory diseases was significantly lower under PP2 and decreases with the level of PM10. Conclusions. The PP2 scheme allows a 48 % environmental gain in PM10; under PP1 this gain is less than 3 %. None of the schemes seems to contribute to reducing the already low concentrations of O3. A 10 % reduction in PM10 reduces the number of reported cases of respiratory diseases by 5.6 %. The study supports the adoption of the PP2 system.

Resumo Introduçao. Em 2017, a cidade de Bucaramanga testou vários esquemas de restrição de veículos para melhorar a mobilidade e a qualidade do ar: livre circulação (PP0), restrição limitada (PP1) e restrição estendida (PP2). Objetivo. deste estudo foi comparar os níveis de material particulado (PM10) e ozônio troposférico (O3) nesses três esquemas para avaliar o efeito na qualidade do ar e o impacto na incidência de doenças respiratórias. Métodos. A informação sobre as variáveis meteorológicas e níveis de poluentes por hora e dia pertencem ao Instituto de Hidrologia, Meteorologia e Estudos Ambientais da Colômbia. As estatísticas de doenças respiratórias correspondem à Secretaria da Saúde e Meio Ambiente da cidade de Bucaramanga. Toda a informação utilizada corresponde ao ano de 2017. A comparação dos níveis de contaminantes foi feita com base em estatística descritiva, testes ANOVA e funções de densidade. A análise dos fatores que afetam a incidência de doenças respiratórias foi baseada no modelo de regressão de Poisson, com as variáveis climáticas agrupadas em fatores obtidos por meio da análise dos componentes principais. Resultados. A prova ANOVA indica diferenças significativas nos níveis médios de PM10. As funções de densidade mostram uma redução substancial de PM10 em PP2. No modelo de Poisson, o O3 mostrou-se não significativo; O número de casos de doenças tratadas em centros hospitalares foi significativamente menor no PP2 e é reduzido com uma diminuição no PM10. Conclusões. O PP2 permite ganho ambiental de 48 % no PM10; no PP1, esse ganho é inferior a 3 %. Nenhum esquema ajuda a reduzir as já baixas concentrações de O3. Uma queda de 10 % nos níveis de PM10 diminui o número de casos de doenças respiratórias em 5,6 %. Assim sendo, este estudo favorece a adoção do esquema PP2.

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INTRODUCCIÓN. La exposición a plaguicidas de trabajadores agrícolas y productores ha sido causal de aparición de síntomas respiratorios teniendo el Ecuador el 62% de población rural dedicada a esta actividad. OBJETIVO. Identificar y evaluar las condiciones de trabajo asociadas a síntomas respiratorios por exposición a residuos de plaguicidas. MATERIALES Y MÉTODOS. Estudio analítico transversal. Población de 140 y muestra de 102 trabajadores de la empresa Condimensa. Los datos fueron recolectados mediante el cuestionario de salud respiratoria de la European Comunity Respiratory Health Survey en Latinoamérica segunda versión, en septiembre de 2020. RESULTADOS. Se encontró una relación estadísticamente significativa entre flema crónica y sexo con unA Prueba Exacta de Fisher (p=0,015), la manipulación de sustancias nocivas o toxicas (p=0,001), y la condición de exposición química (p=0,0006). Mediante análisis de regresión logística se determinó que la manipulación de sustancias nocivas o tóxicas (Odds Ratio 5.50, Intervalo de Confianza 95% 1.58 ­ 19.17), y estar expuesto a químicos (Odds Ratio 7.00, Intervalo de Confianza 95% 2.11 ­ 23.22), fueron factores de riesgo para el desarrollo de síntomas respiratorios: flema crónica, tos crónica, sibilancia, opresión en el pecho, disnea crónica, bronquitis crónica. CONCLUSIÓN. Se registró y evaluó las condiciones de trabajo asociadas a síntomas respiratorios por exposición a residuos; y, la evidencia fue fuerte para la exposición residual a plaguicidas.

INTRODUCTION.Worldwide Exposure to pesticides in agricultural workers and producers has been the cause of the appearance of respiratory symptoms. Ecuador having 62% of the rural population dedicated to this activity. OBJETIVE. Identify and evaluate the working conditions associated with respiratory symptoms due to exposure to pesticide residues. MATERIALS AND METHODS. Cross-sectional analytical study. Population of 140 and sample of 102 workers of the Condimensa company. The data were collected using the respiratory health questionnaire of the European Community Respiratory Health Survey in Latin America, second version, in september 2020. RESULTS. A statistically significant relationship between chronic phlegm and sex type was found with a Fisher exact (p=0,015), the handling of harmful or toxic substances Fisher exact (p = 0.001), and the condition of chemical exposure a Fisher Exact Test (p=0,0006). Through logistic regression analysis, it was determined that the handling of harmful or toxic substances (Odds Ratio 5.50, Confidence Interval 95% 1.58 - 19.17), and being exposed to chemicals (Odds Ratio 7.00, Confidence Interval 95% 2.11 - 23.22), were risk factors for the development of respiratory symptoms: chronic phlegm, chronic cough, wheezing, chest tightness, chronic dyspnea, chronic bronchitis. CONCLUSION. The working conditions associated with respiratory symptoms due to exposure to residues associated with chronic phlegm were recorded and evaluated; and the evidence was strong for residual pesticide exposure.

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ABSTRACT Purpose: This study was conducted to analyze the profile and publication rate of abstracts in indexed journals presented in the cornea section at the Association for Research in Vision and Ophthalmology Annual Meeting and to further identify potential predictive factors for better outcomes. Methods: Abstracts accepted for presentation at the 2013 Association for Research in Vision and Ophthalmology Annual Meeting in the cornea section were sought via PubMed and Scopus to identify whether they had been published as full-text manuscripts. First author's name, time of publication, journal's name, and impact factor were recorded. A multivariate regression was performed to explore the association between variables and both the likelihood of publication and the journal's impact factor. A Kaplan-Meier analysis was performed to evaluate the time course of publication of abstracts. Results: Of the 939 analyzed abstracts, 360 (38.3%) were published in journals with a median impact factor of 3.4. The median time interval between abstract submission and article publication was 22 months. The multivariate analysis revealed that abstracts were more likely to be published if they were funded (OR=1.482, p=0.005), had a control group (OR=1.511, p=0.016), and had a basic science research scope (OR=1.388, p=0.020). The journal's impact factor was higher in funded studies (β=0.163, p=0.002) but lower in multicenter studies (β=-0.170, p=0.001). The Kaplan-Meier analyses revealed significant differences in the publication time distribution for basic science vs clinical abstracts (χ2=7.636), controlled vs uncontrolled studies (χ2=6.921), and funded vs unfunded research (χ2=13.892) (p<0.05). Conclusion: Almost 40% of Association for Research in Vision and Ophthalmology abstracts were published within 5 years from submission. Funding support, basic research scope, and controlled design were the determinants of better outcomes of publication.(AU)

RESUMO Objetivo: Analisar o perfil e a taxa de publicação em periódicos indexados de resumos apresentados na seção de córnea da reunião anual da Association for Research in Vision and Ophthalmology - ARVO, para identificar potenciais fatores preditivos com objetivo de obter melhores resultados. Métodos: Artigos que foram aceitos para apresentação no encontro anual da Association for Research in Vision and Ophthalmology - ARVO 2013 na seção de córnea foram pesquisados via PubMed e Scopus para identificar se haviam sido publicados como manuscritos com texto integral. Nome do primeiro autor, data de publicação, nome da revista e fator de impacto foram registrados. Foi feita uma regressão multivariada para estabelecer uma associação entre as variáveis e a chance de publicação e o fator de impacto da revista. Foi utilizado o método Kaplan-Meier para analisar o tempo da apresentação até a publicação dos artigos. Resultados: Dos 939 artigos analisados, 360 (38.3%) foram publicados em revistas com um fator de impacto médio de 3.4. O intervalo de tempo entre a submissão do resumo e a publicação do artigo teve como mediana 22 meses. Na análise multivariada, resumos tinham mais chance de publicação se tinham algum tipo de financiamento (OR=1.482, p=0.005), tinham grupo controle (OR=1.511, p=0.016) e estavam no âmbito da pesquisa científica básica (OR+1.388, p=0.020). O fator de impacto da revista era maior em estudos financiados (β=0.163, p=0.002) e mais baixo naqueles multicêntricos (β=-0.170, p=0.001). A análise Kaplan-Meier mostrou diferenças significativas na distribuição de tempo até a publicação de resumos de ciência básica vs clínicos (χ2=7.636), com grupo controle vs sem grupo controle (χ2=6.921) e financiados vs não financiados (χ2=13.892) (p<0.05). Conclusão: Aproximadamente 40% dos resumos apresentados no encontro da Association for Research in Vision and Ophthalmology - ARVO foram publicados dentro de 5 anos da submissão. Financiamento, pesquisa no âmbito da ciência básica e presença de grupo controle foram fatores determinantes para melhores resultados em relação à chance de publicação.(AU)

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RESUMO Objetivo: Determinar a prevalência e os fatores de risco para conhecimento insuficiente sobre valores de p entre médicos e terapeutas respiratórios atuantes em terapia intensiva na Argentina. Métodos: Levantamento transversal on-line com 25 questões relativas às características dos participantes, autopercepção e conhecimento sobre valores de p (teoria e prática). Realizaram-se análises de estatística descritiva e regressão logística multivariada. Resultados: Analisaram-se 376 participantes. Não tinham conhecimento a respeito dos valores de p 237 participantes (63,1%). Segundo análise de regressão logística multivariada, falta de treinamento em metodologia científica (RC ajustadas 2,50; IC95% 1,37 - 4,53; p = 0,003) e a quantidade de leitura (< 6 artigos científicos por ano; RC ajustadas 3,27; IC95% 1,67 - 6,40; p = 0,001) foram identificados como independentemente associados com a falta de conhecimento sobre valores de p por parte dos participantes. Conclusão: A prevalência de conhecimento insuficiente com relação a valores de p entre médicos e terapeutas respiratórios na Argentina foi de 63%. Falta de treinamento em metodologia científica e quantidade de leitura (< 6 artigos científicos por ano) foram identificados como independentemente associados com a falta de conhecimento sobre valores de p por parte dos participantes.

ABSTRACT Objective: To determine the prevalence of and risk factors for insufficient knowledge related to p-values among critical care physicians and respiratory therapists in Argentina. Methods: This cross-sectional online survey contained 25 questions about respondents' characteristics, self-perception and p-value knowledge (theory and practice). Descriptive and multivariable logistic regression analyses were conducted. Results: Three hundred seventy-six respondents were analyzed. Two hundred thirty-seven respondents (63.1%) did not know about p-values. According to the multivariable logistic regression analysis, a lack of training on scientific research methodology (adjusted OR 2.50; 95%CI 1.37 - 4.53; p = 0.003) and the amount of reading (< 6 scientific articles per year; adjusted OR 3.27; 95%CI 1.67 - 6.40; p = 0.001) were found to be independently associated with the respondents' lack of p-value knowledge. Conclusion: The prevalence of insufficient knowledge regarding p-values among critical care physicians and respiratory therapists in Argentina was 63%. A lack of training on scientific research methodology and the amount of reading (< 6 scientific articles per year) were found to be independently associated with the respondents' lack of p-value knowledge.

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ABSTRACT Objective: To investigate the impact of intensive care unit admission during medical handover on mortality. Methods: Post-hoc analysis of data extracted from a prior study aimed at addressing the impacts of intensive care unit readmission on clinical outcomes. This retrospective, single-center, propensity-matched cohort study was conducted in a 41-bed general open-model intensive care unit. Patients were assigned to one of two cohorts according to time of intensive care unit admission: Handover Group (intensive care unit admission between 6:30 am and 7:30 am or 6:30 pm and 7:30 pm) or Control Group (intensive care unit admission between 7:31 am and 6:29 pm or 7:31 pm and 6:29 am). Patients in the Handover Group were propensity-matched to patients in the Control Group at a 1:2 ratio. Results: A total of 6,650 adult patients were admitted to the intensive care unit between June 1st 2013 and May 31st 2015. Following exclusion of non-eligible participants, 5,779 patients (389; 6.7% and 5,390; 93.3%, Handover and Control Group) were deemed eligible for propensity score matching. Of these, 1,166 were successfully matched (389; 33.4% and 777; 66.6%, Handover and Control Group). Following propensity-score matching, intensive care unit admission during handover was not associated with increased risk of intensive care unit (OR: 1.40; 95%CI: 0.92-2.11; p=0.113) or in-hospital (OR: 1.23; 95%CI: 0.85-1.75; p=0.265) mortality. Conclusion: Intensive care unit admission during medical handover did not affect in-hospital mortality in this propensity-matched, single-center cohort study.

RESUMO Objetivo: Avaliar o impacto na mortalidade da admissão em unidade de terapia intensiva durante passagem de plantão médico. Métodos: Análise post-hoc de estudo original publicado previamente, com o objetivo de avaliar os impactos da readmissão em unidade de terapia intensiva nos desfechos clínicos. Este estudo de coorte retrospectivo, em centro único, com pareamento por escore de propensão, foi conduzido em uma unidade de terapia intensiva geral, aberta, com 41 leitos. Com base no tempo de internação na unidade de terapia intensiva, os pacientes foram categorizados em duas coortes: Grupo Passagem de Plantão (admissão entre 6h30 e 7h30 ou 18h30 e 19h30) ou Grupo Controle (internação entre 7h31 e 18h29 ou 19h31 e 6h29). Pacientes no Grupo Passagem de Plantão foram pareados com Grupo Controle na proporção de 1:2. Resultados: Entre 1° de junho de 2013 e 31 de maio de 2015, 6.650 pacientes adultos foram admitidos na unidade de terapia intensiva. Após a exclusão de participantes inelegíveis, 5.779 pacientes (389; 6,7% no Grupo de Admissão na Passagem de Plantão e 5.390; 93,3% no Grupo de Controle) foram elegíveis para pareamento por escore de propensão, dos quais 1.166 foram pareados com sucesso (389; 33,4% no Grupo Passagem de Plantão e 777; 66,6% no Grupo Controle). Após pareamento, admissão na unidade de terapia intensiva durante a passagem plantão não foi associada ao aumento da chance de óbito na unidade de terapia intensiva (RC: 1,40; IC95%: 0,92-2,11; p=0,113) ou no hospital (RC: 1,23; IC95%: 0,85-1,75; p=0,265). Conclusão: Internação em unidade de terapia intensiva durante passagem de plantão médico não impactou na mortalidade hospitalar.

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ABSTRACT OBJECTIVE: To report the decrease in breast imaging after covid-19 pandemic, obtaining the number of mammograms performed in 2019 and 2020. Additionally, to investigate if there was an increase in the proportion of women undergoing mammography for diagnostic purposes, with palpable lesions. METHOD: This is a cross-sectional study, based on the number of mammograms performed by the Brazilian public health services, provided by DATASUS, an open access database. Mammograms from private institutions were not included. This study compares the number of mammograms performed in 2019 and 2020, in women aged 50-69 years, stratified by month, in each federal state, and the presence of palpable lumps (physician-reported). RESULTS: In total, 1,948,471 mammograms were performed in 2019 and 1,126,688 in 2020, for the population studied. These values represent a 42% decline. Monthly, a significant decreased is observed after April 2020. The results varied slightly according to federal state; yet the entire country was affected. Rondônia was the most affected state, with 67% decline. The proportion of women presenting palpable lumps increased from 7.06% on average in 2019 to 7.94% in 2020 (OR = 1.135, 95%CI 1.125-1.145, p = 0,001). DISCUSSION: The number of mammograms performed in 2020 declined considerably. Out of the women who presented for mammogram, the proportion of palpable lumps was significantly higher in 2020. Considering the detection rate of digital mammography, the loss of 800,000 exams means 4,000 undiagnosed breast cancer cases, by the end of 2020.

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La metodología estadística Bayesiana permite, si se conoce la probabilidad poblacional de que un suceso ocurra, modificar su valor cuando se dispone de nueva información individual. Aunque las metodologías Bayesiana y frecuentista (clásica) tienen idénticos campos de aplicación, la primera se aplica cada vez más en investigación científica y análisis de big data. En la farmacoterapia moderna, la farmacocinética clínica ha sido responsable de la expansión de la monitorización, facilitada por desarrollos técnico-analíticos y matemático-estadísticos. La farmacocinética poblacional ha permitido identificar y cuantificar las características fisiopatológicas y de tratamiento en una población de pacientes determinada, en particular en pediatría y neonatología, y otros grupos vulnerables, explicando la variabilidad farmacocinética interindividual. Asimismo, la estimación Bayesiana resulta importante como herramienta estadística aplicada en programas informáticos de optimización farmacoterapéutica cuando la monitorización farmacológica se basa en la interpretación farmacocinética clínica. Aunque con ventajas y limitaciones, la optimización farmacoterapéutica basada en la estimación Bayesiana es cada vez más usada en la actualidad, siendo el método de referencia. Esto es particularmente conveniente para la práctica clínica de rutina debido al limitado número de muestras requeridas por parte del paciente, y a la flexibilidad en cuanto a los tiempos de muestreo de sangre para cuantificación de fármacos. Así, la aplicación de los principios Bayesianos a la práctica de la farmacocinética clínica resulta en la mejora de la atención farmacoterapéutica.

If one knows the probability of an event occurring in a population, Bayesian statistics allows mo difying its value when there is new individual information available. Although the Bayesian and frequentist (classical) methodologies have identical fields of application, the first one is increasin gly applied in scientific research and big data analysis. In modern pharmacotherapy, clinical phar macokinetics has been used for the expansion of monitoring, facilitated by technical-analytical and mathematical-statistical developments. Population pharmacokinetics has allowed the identification and quantification of pathophysiological and treatment characteristics in a specific patient popu lation, especially in the pediatric and neonatal population and other vulnerable groups, explaining interindividual variability. Likewise, Bayesian estimation is important as a statistical tool applied in pharmacotherapy optimization software when pharmacological monitoring is based on clinical phar macokinetic interpretation. With its advantages and despite its limitations, pharmacotherapeutic op timization based on Bayesian estimation is increasingly used, becoming the reference method today. This characteristic is particularly convenient for routine clinical practice due to the limited number of samples required from the patient and the flexibility it shows regarding blood sampling times for drug quantification. Therefore, the application of Bayesian principles to the practice of clinical phar macokinetics has led to the improvement of pharmacotherapeutic care.

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RESUMO Objetivo: Estimar as taxas de notificação de casos de doença pelo coronavírus 2019 (COVID-19) para o Brasil em geral e em todos os estados. Métodos: Estimamos o número real de casos de COVID-19 utilizando o número de óbitos notificados no Brasil e em cada estado e a proporção entre casos e letalidade, conforme a Organização Mundial da Saúde. A proporção entre casos e letalidade prevista para o Brasil foi também ajustada segundo a pirâmide de idade populacional. Assim, a taxa de notificações pode ser definida como o número de casos confirmados (informados pelo Ministério da Saúde) dividido pelo número de casos previstos (estimado a partir do número de óbitos). Resultados: A taxa de notificação de COVID-19 no Brasil foi estimada em 9,2% (IC95%: 8,8% - 9,5%), sendo que, em todos os estados, as taxas encontradas foram inferiores a 30%. São Paulo e Rio de Janeiro, os estados mais populosos do país, mostraram baixas taxas de notificação (8,9% e 7,2%, respectivamente). A taxa de notificação mais alta ocorreu em Roraima (31,7%) e a mais baixa na Paraíba (3,4%). Conclusão: Os resultados indicam que a notificação de casos confirmados no Brasil é muito abaixo da encontrada em outros países que avaliamos. Assim, os responsáveis pela tomada de decisões, inclusive os governos, não têm conhecimento da real dimensão da pandemia, o que pode prejudicar a determinação das medidas de controle.

ABSTRACT Objective: To estimate the reporting rates of coronavirus disease 2019 (COVID-19) cases for Brazil as a whole and states. Methods: We estimated the actual number of COVID-19 cases using the reported number of deaths in Brazil and each state, and the expected case-fatality ratio from the World Health Organization. Brazil's expected case-fatality ratio was also adjusted by the population's age pyramid. Therefore, the notification rate can be defined as the number of confirmed cases (notified by the Ministry of Health) divided by the number of expected cases (estimated from the number of deaths). Results: The reporting rate for COVID-19 in Brazil was estimated at 9.2% (95%CI 8.8% - 9.5%), with all the states presenting rates below 30%. São Paulo and Rio de Janeiro, the most populated states in Brazil, showed small reporting rates (8.9% and 7.2%, respectively). The highest reporting rate occurred in Roraima (31.7%) and the lowest in Paraiba (3.4%). Conclusion: The results indicated that the reporting of confirmed cases in Brazil is much lower as compared to other countries we analyzed. Therefore, decision-makers, including the government, fail to know the actual dimension of the pandemic, which may interfere with the determination of control measures.

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OBJECTIVE: To determine the average productivity of radiologists, as measured by number of reports issued per 6-h shift, evaluating variables that could affect the results. MATERIALS AND METHODS: This was a study utilizing an online questionnaire sent to radiologists affiliated with the Brazilian College of Radiology and Diagnostic Imaging. The questions were related to the demographic profile and professional practice characteristics (form of remuneration, primary imaging method employed, and subspecialty) of the radiologists, as well as their individual productivity (average personal productivity) and the productivity considered reasonable in a 6-h shift. The association between productivity and the practice characteristics of the radiologists was determined by using Poisson regression to calculate the prevalence ratio. RESULTS: A total of 510 radiologists completed the questionnaire. The great majority of the respondents (84%) reported that their remuneration is directly related to their productivity. The productivity varied according to the subspecialty, work environment, and remuneration model. CONCLUSION: We demonstrated that the productivity of radiologists is associated with the characteristics of their employment. We hope that this study will encourage other studies aimed at evaluating the productive capacity of the radiologists in Brazil, addressing the various functions they perform in their daily routine, including activities other than issuing reports.

OBJETIVO: Estimar a produtividade média dos radiologistas brasileiros em número de laudos emitidos por período de trabalho de seis horas, analisando variáveis que possam influenciar os resultados. MATERIAIS E MÉTODOS: Pesquisa realizada por meio de questionários online respondidos por radiologistas brasileiros afiliados ao Colégio Brasileiro de Radiologia e Diagnóstico por Imagem. As questões incluíram dados demográficos e profissionais dos radiologistas (forma de remuneração, método de imagem de atuação e subespecialidade) e a produtividade individual e a considerada razoável em um período de seis horas de trabalho. A associação entre a produtividade e as características de trabalho dos radiologistas foi calculada pela razão de prevalência, por meio da regressão de Poisson. RESULTADOS: Ao todo, 510 radiologistas responderam ao questionário. A grande maioria dos respondedores (84%) relatou que a sua remuneração está diretamente relacionada à produtividade. A produtividade variou em função da subespecialidade de atuação, ambiente de trabalho e modelo de remuneração. CONCLUSÃO: Demonstramos a associação entre a produtividade do radiologista e as características relacionadas à forma de trabalho. Esperamos que este estudo impulsione outras pesquisas que avaliem a capacidade produtiva do radiologista brasileiro, considerando as diversas funções exercidas por este profissional em sua rotina de trabalho, contemplando outras atividades, além da emissão de laudos.